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一项关于与胰腺癌相关的血液甲基化标志物的初步研究。

A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer.

作者信息

Jansen Rick J, Orr Megan, Bamlet William R, Petersen Gloria M

机构信息

Department of Public Health, North Dakota State University, Fargo, ND, United States.

Genomics, Phenomics, and Bioinformatics Program, North Dakota State University, Fargo, ND, United States.

出版信息

Front Genet. 2022 Mar 14;13:849839. doi: 10.3389/fgene.2022.849839. eCollection 2022.

Abstract

Over the past several decades in the United States, incidence of pancreatic cancer (PCa) has increased, with the 5-year survival rate remaining extremely low at 10.8%. Typically, PCa is diagnosed at an advanced stage, with the consequence that there is more tumor heterogeneity and increased probability that more cells are resistant to treatments. Risk factors for PCa can serve as a way to select a high-risk population and develop biomarkers to improve early detection and treatment. We focus on blood-based methylation as an approach to identify a marker set that can be obtained in a minimally invasive way (through peripheral blood) and could be applied to a high-risk subpopulation [those with recent onset type 2 diabetes (DM)]. Blood samples were collected from 30 patients, 15 had been diagnosed with PCa and 15 had been diagnosed with recent onset DM. HumanMethylationEPIC Beadchip (Illumina, CA, United States) was used to quantify methylation of approximately 850,000 methylation sites across the genome and to analyze methylation markers associated with PCa or DM or both. Exploratory analysis conducted to propose importance of top CpG (5'-C-phosphate-G-3') methylation site associated genes and visualized using boxplots. A methylation-based age predictor was also investigated for ability to distinguish disease groups from controls. No methylation markers were observed to be significantly associated with PCa or new onset diabetes compared with control the respective control groups. In our exploratory analysis, one methylation marker, CpG04969764, found in the Laminin Subunit Alpha 5 () gene region was observed in both PCa and DM Top 100 methylation marker sets. Modification of methylation or gene function may be a way to distinguish those recent DM cases with and without PCa, however, additional studies with larger sample sizes and different study types (e.g., cohort) will be needed to test this hypothesis.

摘要

在美国过去的几十年里,胰腺癌(PCa)的发病率有所上升,5年生存率仍极低,仅为10.8%。通常情况下,胰腺癌在晚期才被诊断出来,结果是肿瘤异质性更高,更多细胞对治疗产生耐药性的可能性增加。胰腺癌的风险因素可作为一种选择高危人群并开发生物标志物以改善早期检测和治疗的方法。我们专注于基于血液的甲基化,以此来识别一组标志物,这些标志物可以通过微创方式(通过外周血)获得,并可应用于高危亚人群[近期发病的2型糖尿病(DM)患者]。从30名患者中采集了血样,其中15名被诊断为胰腺癌,15名被诊断为近期发病的糖尿病。使用人类甲基化EPIC芯片(Illumina,加利福尼亚州,美国)对全基因组中约85万个甲基化位点的甲基化进行定量,并分析与胰腺癌或糖尿病或两者相关的甲基化标志物。进行探索性分析以提出与顶级CpG(5'-C-磷酸-G-3')甲基化位点相关基因的重要性,并使用箱线图进行可视化展示。还研究了基于甲基化的年龄预测指标区分疾病组与对照组的能力。与各自的对照组相比,未观察到甲基化标志物与胰腺癌或新发糖尿病有显著关联。在我们的探索性分析中,在层粘连蛋白亚基α5()基因区域发现的一个甲基化标志物CpG04969764,在胰腺癌和糖尿病的前100个甲基化标志物组中均有出现。甲基化或基因功能的改变可能是区分近期糖尿病患者中有无胰腺癌的一种方法,然而,需要更多样本量和不同研究类型(如队列研究)的进一步研究来验证这一假设。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3ea8/8963849/21816a5350e0/fgene-13-849839-g001.jpg

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